How can I use the Prometheus Python client library for advanced metrics?
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How can I use the Prometheus Python client library for advanced metrics?
You can use the Prometheus Python client library to create custom metrics, such as histograms and summaries, to track performance.
Can you give me an example of creating a histogram?
Sure! You can create a histogram like this: from prometheus_client import Histogram; my_histogram = Histogram('my_histogram', 'Description of my histogram').
How do I record values in that histogram?
You can record values using my_histogram.observe(value), where value is the data point you want to track.
What about exporting these metrics to a Prometheus server?
You can expose your metrics by running a web server with start_http_server(port) from the library, which Prometheus can scrape.
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